#!/usr/bin/env python3 """Regenerate _to-read.md: dangling paper links across the vault. A slug like `benjamin2019-fdr` referenced by notes but having no papers/benjamin2019-fdr.md is a paper the discourse points to that we haven't analyzed — the to-read list. Reference count is the in-vault influence proxy. The section below the MANUAL marker is preserved verbatim across runs — put titles, priorities, and notes there. python3 _scripts/make_toread.py """ import glob import os import re from collections import defaultdict VAULT = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) SCAN_DIRS = ["papers", "influences", "ideas", "concepts", "syntheses", "methods"] MARKER = "" def main() -> None: existing = set() for d in SCAN_DIRS + ["_templates", "authors"]: existing |= {os.path.splitext(os.path.basename(p))[0] for p in glob.glob(os.path.join(VAULT, d, "*.md"))} existing |= {os.path.splitext(f)[0] for f in os.listdir(VAULT) if f.endswith(".md")} refs = defaultdict(set) idea_refs = defaultdict(int) for d in SCAN_DIRS: for path in glob.glob(os.path.join(VAULT, d, "*.md")): stem = os.path.splitext(os.path.basename(path))[0] for line in open(path, encoding="utf-8"): if line.startswith("authors:") or line.strip().startswith("uses::"): continue # author and trick nodes dangle by design clean = re.sub(r"`[^`]*`", "", line) # code spans aren't links for t in re.findall(r"\[\[(.+?)\]\]", clean): t = t.split("|")[0].split("#")[0].strip() if t and t not in existing and re.match(r"^[a-z][a-z-]*\d{4}-", t): refs[t].add(stem) if d == "ideas": idea_refs[t] += 0 # counted below via source sets # idea-refs = how many of a slug's referencing notes are idea notes idea_stems = {os.path.splitext(os.path.basename(p))[0] for p in glob.glob(os.path.join(VAULT, "ideas", "*.md"))} for t in refs: idea_refs[t] = sum(1 for s in refs[t] if s in idea_stems) # External influences: registered out-of-scope slugs leave the to-read # queue and get their own ranked table inside _influences.md. inf_path = os.path.join(VAULT, "_influences.md") external = set() if os.path.exists(inf_path): inf_text = open(inf_path, encoding="utf-8").read() register = inf_text.split("## Register", 1)[1] if "## Register" in inf_text else "" # In-scope rulings are not external — but "Wave-N additions" blocks # appended after that heading are register entries; keep those lines. if "## Adjudicated IN scope" in register: register, adjudicated = register.split("## Adjudicated IN scope", 1) in_wave = False for line in adjudicated.splitlines(): if re.match(r"^Wave-\d+ additions", line): in_wave = True elif line.startswith("## "): in_wave = False if in_wave: register += line + "\n" external = {t.split("|")[0].split("#")[0].strip() for t in re.findall(r"\[\[(.+?)\]\]", register) if re.match(r"^[a-z][a-z-]*\d{4}-", t.split("|")[0].strip())} ext_refs = {s: refs[s] for s in external if s in refs} gen = ["", "| External root | Refs | Imported by |", "|---|---|---|"] for slug in sorted(ext_refs, key=lambda s: (-len(ext_refs[s]), s)): srcs = ", ".join(f"[[{s}]]" for s in sorted(ext_refs[slug])) gen.append(f"| [[{slug}]] | {len(ext_refs[slug])} | {srcs} |") gen.append("") start, end = "", "" if start in inf_text and end in inf_text: pre = inf_text.split(start, 1)[0] post = inf_text.split(end, 1)[1] open(inf_path, "w", encoding="utf-8").write(pre + start + "\n" + "\n".join(gen) + end + post) print(f"wrote {len(ext_refs)} external influences to _influences.md") refs = {k: v for k, v in refs.items() if k not in external} out = os.path.join(VAULT, "_to-read.md") manual = "" if os.path.exists(out): prev = open(out, encoding="utf-8").read() if MARKER in prev: manual = prev.split(MARKER, 1)[1] lines = [ "---", "tags: [meta]", "---", "", "# To-read list", "", "Papers the vault's discourse points to but that have no note yet —", "generated by `_scripts/make_toread.py` from dangling links; reference", "count is the in-vault influence proxy. Feed a slug to `/analyze-paper`", "and it disappears from this list on the next regeneration.", "", "| Wanted paper | Refs | Idea-refs | Referenced from |", "|---|---|---|---|", ] for slug in sorted(refs, key=lambda s: (-len(refs[s]), -idea_refs[s], s)): srcs = ", ".join(f"[[{s}]]" for s in sorted(refs[slug])) lines.append(f"| [[{slug}]] | {len(refs[slug])} | {idea_refs[slug]} | {srcs} |") lines += ["", MARKER] body = "\n".join(lines) + (manual if manual else "\n\n## Notes / titles / priorities\n\n(add freely — preserved across regenerations)\n") open(out, "w", encoding="utf-8").write(body) print(f"wrote {len(refs)} wanted papers to _to-read.md") if __name__ == "__main__": main()